Agenda - Workshop: Application of Machine Learning and Data Mining in Finance Friday, 24 April 98, Chemnitz, 9.00 - 18.00 9:00 Welcome Steurer 9:15 About our workshop Nakhaeizadeh Machine Learning and Data Mining in Credit Risk Management 9:30 Invited speech Baestens 10:15 Credit Scoring and the Reject Inference Problem Feelders 10:35 Behaviour Scoring for Deutsche Bank's German Corporates Hosemann / Fritz 10:55 Credit Classification: A Comparison of Logit Models and Decision Trees Vanhoof et al. 11:15 Break 11:30 Round Table 1 12:15 Invited speech 2 Reincke/ Krammer SAS Institute 13:00 Lunch Machine Learning and Data Mining in Financial Markets 14:00 Kausalanalytische Ansätze zur Prognose bedeutender Kapitalmarktindices Eherler 14:20 Shock around the Clock Dornau On the Causal Relations between International Stock Markets 14:40 The Relevance of Trends for Predictions of Stock Returns Hellstrom 15:00 Is the market a computer ? Archer 15:20 Break Machine Learning and Data Mining in Financial Risk Measurement 16:00 Modeling Volatility: Szimayer /Wagner Estimation Results for the German Stock Market 16:20 Modeling Volatility Analysis of VW Stock Prices Herwartz 16:40 On Alternative Distributional Assumptions Huschens / Kim of Stock Return Data and Value-at-Risk 17:00 Hedging Derivative Securities with Genetic Programming Chen et al. 17:20 Round Table 2 and General Discussion 18:00 End